{
  "id": "skill-area:column-store-design",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-expanded-2.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Column Store Design",
    "description": "Designing columnar storage systems — column encoding (RLE,\ndictionary, delta), vectorized execution, late materialization,\nand zone maps for analytical query acceleration.\n",
    "expertiseLevels": [
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:column-store-design",
      "to": "domain:databases",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:column-store-design",
      "to": "specialization:data-engineering-analytics",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:column-store-design",
      "to": "skill-area:storage-engine-design",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:column-store-design",
      "to": "skill-area:columnar-storage",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "specialization:database-internals",
      "to": "skill-area:column-store-design",
      "kind": "contains"
    }
  ]
}